Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | accuracy | roc_auc | boyce_cont | brier_class | tss_max |
|---|---|---|---|---|---|
| rf | 0.9333333 | 0.9913672 | 0.9405742 | 0.0558297 | 0.9395046 |
| bt | 0.7367816 | 0.8053139 | 0.9866740 | 0.1691403 | 0.4810281 |
| maxnet | 0.6850575 | 0.7624988 | 0.9257383 | 0.2183151 | 0.4538946 |
| gam | 0.7321839 | 0.7916846 | 0.9368566 | 0.1712968 | 0.4632732 |
| glm | 0.6862069 | 0.7225026 | 0.6687406 | 0.1945041 | 0.3890679 |